CRF-OPT: An Efficient High-Quality Conditional Random Field Solver.
Minmin ChenYixin ChenMichael R. BrentPublished in: AAAI (2008)
Keyphrases
- conditional random fields
- high quality
- crf model
- graphical models
- hidden markov models
- long range
- probabilistic model
- markov random field
- maximum entropy
- information extraction
- generative model
- random fields
- sequence labeling
- named entity recognition
- sequence classification
- higher order
- structured prediction
- image labeling
- pairwise
- superpixels
- segmentation method
- parameter learning
- semantic segmentation
- contextual features
- undirected graphical models
- fully connected
- approximate inference
- efficient inference
- max margin
- markov networks
- image processing